Evidence map›Paper›PMID 27301749›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2017

Creating a scalable clinical pharmacogenomics service with automated interpretation and medical record result integration - experience from a pediatric tertiary care facility.

Shannon F Manzi, Vincent A Fusaro, Laura Chadwick, Catherine Brownstein, Catherine Clinton, Kenneth D Mandl, Wendy A Wolf, Jared B Hawkins

Open access · bronzeAbstract read
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed, 1 pooled it
6.4field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

35 citing papers in PubMed, 1 synthesis or guideline pooled it, 57 citations in OpenAlex.

  1. Genetically guided precision medicine clinical decision support tools: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2024
    Pooled it
  2. Article
  3. Observational
  4. Article
  5. Observational
  6. Article
  7. Article
  8. Article
  9. Article
  10. The Implementation of Pharmacogenetics in the United Kingdom.Handbook of experimental pharmacology · 2023
    Article
  11. How to Implement a Pharmacogenetics Service at your Institution.Journal of the American College of Clinical Pharmacy : JACCP · 2022
    Article
  12. Advancing Pharmacogenomics from Single-Gene to Preemptive Testing.Annual review of genomics and human genetics · 2022
    Review
  13. Review
  14. Article
  15. Article
  16. Approaches to assessing the provider experience with clinical pharmacogenomic information: a scoping review.Genetics in medicine : official journal of the American College of Medical Genetics · 2021
    Article
  17. Article
  18. Patients dispensed medications with actionable pharmacogenomic biomarkers: rates and characteristics.Genetics in medicine : official journal of the American College of Medical Genetics · 2021
    Article
  19. Review
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 1 institution in 1 country.

Shannon F ManziClinical Pharmacogenomics Service, Boston Children's Hospital, Boston, MA, USA shannon.manzi@childrens.harvard.edu.
Vincent A FusaroClinical Pharmacogenomics Service, Boston Children's Hospital, Boston, MA, USA.
Laura ChadwickClinical Pharmacogenomics Service, Boston Children's Hospital, Boston, MA, USA.
Catherine BrownsteinClinical Pharmacogenomics Service, Boston Children's Hospital, Boston, MA, USA.
Catherine ClintonClinical Pharmacogenomics Service, Boston Children's Hospital, Boston, MA, USA.
Kenneth D MandlComptational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA.
Wendy A WolfClinical Pharmacogenomics Service, Boston Children's Hospital, Boston, MA, USA.
Jared B HawkinsClinical Pharmacogenomics Service, Boston Children's Hospital, Boston, MA, USA.
Boston Children's Hospital · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis paper outlines the implementation of a comprehensive clinical pharmacogenomics (PGx) service within a pediatric teaching hospital and the integration of clinical decision support in the electronic health record (EHR). MATERIALS AND

methodsAn approach to clinical decision support for medication ordering and dispensing driven by documented PGx variant status in an EHR is described. A web-based platform was created to automatically generate a clinical report from either raw assay results or specified diplotypes, able to parse and combine haplotypes into an interpretation for each individual and compared to the reference lab call for accuracy.

resultsClinical decision support rules built within an EHR provided guidance to providers for 31 patients (100%) who had actionable PGx variants and were written for interacting medications. A breakdown of the PGx alerts by practitioner service, and alert response for the initial cohort of patients tested is described. In 90% (355/394) of the cases, thiopurine methyltranferase genotyping was ordered pre-emptively. DISCUSSION: This paper outlines one approach to implementing a clinical PGx service in a pediatric teaching hospital that cares for a heterogeneous patient population. There is a focus on incorporation of PGx clinical decision support rules and a program to standardize report text within the electronic health record with subsequent exploration of clinician behavior in response to the alerts.

conclusionThe incorporation of PGx data at the time of prescribing and dispensing, if done correctly, has the potential to impact the incidence of adverse drug events, a significant cause of morbidity and mortality.

Indexed as

Drug Therapy, Computer-AssistedHospitals, PediatricAdolescentChildChild, PreschoolDecision Support Systems, ClinicalElectronic Health RecordsFemaleHealth Information InteroperabilityHumansInfantMalePharmacogeneticsTertiary Care Centerschildclinicalelectronic medical recordgeneticspharmacogenomics

Identifiers

PMID27301749
PMCPMC7654081
OpenAlexW2440151044

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.